Dataset statistics
| Number of variables | 34 |
|---|---|
| Number of observations | 28288 |
| Missing cells | 139890 |
| Missing cells (%) | 14.5% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 7.3 MiB |
| Average record size in memory | 272.0 B |
Variable types
| NUM | 26 |
|---|---|
| CAT | 5 |
| BOOL | 3 |
target has constant value "28288" | Constant |
f12 has a high cardinality: 222 distinct values | High cardinality |
f28 has a high cardinality: 190 distinct values | High cardinality |
id is highly correlated with df_index | High correlation |
df_index is highly correlated with id | High correlation |
f14 is highly correlated with f10 | High correlation |
f10 is highly correlated with f14 | High correlation |
f0 has 19046 (67.3%) missing values | Missing |
f1 has 4070 (14.4%) missing values | Missing |
f2 has 4091 (14.5%) missing values | Missing |
f3 has 3751 (13.3%) missing values | Missing |
f4 has 4946 (17.5%) missing values | Missing |
f5 has 3517 (12.4%) missing values | Missing |
f6 has 3837 (13.6%) missing values | Missing |
f7 has 5012 (17.7%) missing values | Missing |
f9 has 3920 (13.9%) missing values | Missing |
f11 has 6514 (23.0%) missing values | Missing |
f12 has 865 (3.1%) missing values | Missing |
f13 has 5652 (20.0%) missing values | Missing |
f14 has 5589 (19.8%) missing values | Missing |
f15 has 5473 (19.3%) missing values | Missing |
f16 has 5524 (19.5%) missing values | Missing |
f17 has 6187 (21.9%) missing values | Missing |
f18 has 5296 (18.7%) missing values | Missing |
f19 has 3001 (10.6%) missing values | Missing |
f20 has 854 (3.0%) missing values | Missing |
f21 has 4061 (14.4%) missing values | Missing |
f22 has 7393 (26.1%) missing values | Missing |
f23 has 4360 (15.4%) missing values | Missing |
f24 has 5733 (20.3%) missing values | Missing |
f25 has 4674 (16.5%) missing values | Missing |
f26 has 5369 (19.0%) missing values | Missing |
f27 has 4442 (15.7%) missing values | Missing |
f28 has 800 (2.8%) missing values | Missing |
f29 has 4224 (14.9%) missing values | Missing |
f30 has 1507 (5.3%) missing values | Missing |
df_index has unique values | Unique |
id has unique values | Unique |
f2 has 10092 (35.7%) zeros | Zeros |
f6 has 1185 (4.2%) zeros | Zeros |
f9 has 18522 (65.5%) zeros | Zeros |
f10 has 14702 (52.0%) zeros | Zeros |
f14 has 12305 (43.5%) zeros | Zeros |
f17 has 3016 (10.7%) zeros | Zeros |
f19 has 4490 (15.9%) zeros | Zeros |
f23 has 1848 (6.5%) zeros | Zeros |
f25 has 1263 (4.5%) zeros | Zeros |
f27 has 2127 (7.5%) zeros | Zeros |
Reproduction
| Analysis started | 2020-10-17 06:59:22.284452 |
|---|---|
| Analysis finished | 2020-10-17 07:01:20.039442 |
| Duration | 1 minute and 57.75 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 28288 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24958.45599 |
|---|---|
| Minimum | 1 |
| Maximum | 49995 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 221.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2459.35 |
| Q1 | 12346.75 |
| median | 24923.5 |
| Q3 | 37476.25 |
| 95-th percentile | 47538.65 |
| Maximum | 49995 |
| Range | 49994 |
| Interquartile range (IQR) | 25129.5 |
Descriptive statistics
| Standard deviation | 14450.99733 |
|---|---|
| Coefficient of variation (CV) | 0.5790020558 |
| Kurtosis | -1.202479064 |
| Mean | 24958.45599 |
| Median Absolute Deviation (MAD) | 12569 |
| Skewness | 0.002826404014 |
| Sum | 706024803 |
| Variance | 208831323.8 |
| Monotocity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 2047 | 1 | < 0.1% | |
| 21920 | 1 | < 0.1% | |
| 25990 | 1 | < 0.1% | |
| 7561 | 1 | < 0.1% | |
| 1418 | 1 | < 0.1% | |
| 3467 | 1 | < 0.1% | |
| 15757 | 1 | < 0.1% | |
| 9614 | 1 | < 0.1% | |
| 11663 | 1 | < 0.1% | |
| 38296 | 1 | < 0.1% | |
| Other values (28278) | 28278 | > 99.9% |
| Value | Count | Frequency (%) | |
| 1 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 5 | 1 | < 0.1% | |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 49995 | 1 | < 0.1% | |
| 49994 | 1 | < 0.1% | |
| 49993 | 1 | < 0.1% | |
| 49992 | 1 | < 0.1% | |
| 49991 | 1 | < 0.1% |
| Distinct | 28288 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24958.45599 |
|---|---|
| Minimum | 1 |
| Maximum | 49995 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 221.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2459.35 |
| Q1 | 12346.75 |
| median | 24923.5 |
| Q3 | 37476.25 |
| 95-th percentile | 47538.65 |
| Maximum | 49995 |
| Range | 49994 |
| Interquartile range (IQR) | 25129.5 |
Descriptive statistics
| Standard deviation | 14450.99733 |
|---|---|
| Coefficient of variation (CV) | 0.5790020558 |
| Kurtosis | -1.202479064 |
| Mean | 24958.45599 |
| Median Absolute Deviation (MAD) | 12569 |
| Skewness | 0.002826404014 |
| Sum | 706024803 |
| Variance | 208831323.8 |
| Monotocity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 2047 | 1 | < 0.1% | |
| 21920 | 1 | < 0.1% | |
| 25990 | 1 | < 0.1% | |
| 7561 | 1 | < 0.1% | |
| 1418 | 1 | < 0.1% | |
| 3467 | 1 | < 0.1% | |
| 15757 | 1 | < 0.1% | |
| 9614 | 1 | < 0.1% | |
| 11663 | 1 | < 0.1% | |
| 38296 | 1 | < 0.1% | |
| Other values (28278) | 28278 | > 99.9% |
| Value | Count | Frequency (%) | |
| 1 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 5 | 1 | < 0.1% | |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 49995 | 1 | < 0.1% | |
| 49994 | 1 | < 0.1% | |
| 49993 | 1 | < 0.1% | |
| 49992 | 1 | < 0.1% | |
| 49991 | 1 | < 0.1% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 221.0 KiB |
| 0 |
|---|
| Value | Count | Frequency (%) | |
| 0 | 28288 | 100.0% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 19046 |
| Missing (%) | 67.3% |
| Memory size | 221.0 KiB |
| 0 | |
|---|---|
| 1 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 6364 | 22.5% | |
| 1 | 2878 | 10.2% | |
| (Missing) | 19046 | 67.3% |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4070 |
| Missing (%) | 14.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.957015443 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros | 30 |
| Zeros (%) | 0.1% |
| Memory size | 221.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.345599995 |
|---|---|
| Coefficient of variation (CV) | 0.4550534217 |
| Kurtosis | -1.160633477 |
| Mean | 2.957015443 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.05402475445 |
| Sum | 71613 |
| Variance | 1.810639347 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) | |
| 3 | 5543 | 19.6% | |
| 2 | 5517 | 19.5% | |
| 4 | 4802 | 17.0% | |
| 1 | 4222 | 14.9% | |
| 5 | 4104 | 14.5% | |
| 0 | 30 | 0.1% | |
| (Missing) | 4070 | 14.4% |
| Value | Count | Frequency (%) | |
| 0 | 30 | 0.1% | |
| 1 | 4222 | 14.9% | |
| 2 | 5517 | 19.5% | |
| 3 | 5543 | 19.6% | |
| 4 | 4802 | 17.0% |
| Value | Count | Frequency (%) | |
| 5 | 4104 | 14.5% | |
| 4 | 4802 | 17.0% | |
| 3 | 5543 | 19.6% | |
| 2 | 5517 | 19.5% | |
| 1 | 4222 | 14.9% |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4091 |
| Missing (%) | 14.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.748398562 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros | 10092 |
| Zeros (%) | 35.7% |
| Memory size | 221.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.725407588 |
|---|---|
| Coefficient of variation (CV) | 0.9868502674 |
| Kurtosis | -1.24168701 |
| Mean | 1.748398562 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.403828263 |
| Sum | 42306 |
| Variance | 2.977031346 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) | |
| 0 | 10092 | 35.7% | |
| 2 | 6080 | 21.5% | |
| 4 | 4481 | 15.8% | |
| 5 | 1466 | 5.2% | |
| 3 | 1407 | 5.0% | |
| 1 | 671 | 2.4% | |
| (Missing) | 4091 | 14.5% |
| Value | Count | Frequency (%) | |
| 0 | 10092 | 35.7% | |
| 1 | 671 | 2.4% | |
| 2 | 6080 | 21.5% | |
| 3 | 1407 | 5.0% | |
| 4 | 4481 | 15.8% |
| Value | Count | Frequency (%) | |
| 5 | 1466 | 5.2% | |
| 4 | 4481 | 15.8% | |
| 3 | 1407 | 5.0% | |
| 2 | 6080 | 21.5% | |
| 1 | 671 | 2.4% |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 3751 |
| Missing (%) | 13.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.041569874 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 221.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.283907551 |
|---|---|
| Coefficient of variation (CV) | 0.4221200248 |
| Kurtosis | -1.037330319 |
| Mean | 3.041569874 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.1678932333 |
| Sum | 74631 |
| Variance | 1.648418598 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) | |
| 4 | 6653 | 23.5% | |
| 3 | 6371 | 22.5% | |
| 1 | 4108 | 14.5% | |
| 2 | 4074 | 14.4% | |
| 5 | 3330 | 11.8% | |
| 0 | 1 | < 0.1% | |
| (Missing) | 3751 | 13.3% |
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 1 | 4108 | 14.5% | |
| 2 | 4074 | 14.4% | |
| 3 | 6371 | 22.5% | |
| 4 | 6653 | 23.5% |
| Value | Count | Frequency (%) | |
| 5 | 3330 | 11.8% | |
| 4 | 6653 | 23.5% | |
| 3 | 6371 | 22.5% | |
| 2 | 4074 | 14.4% | |
| 1 | 4108 | 14.5% |
| Distinct | 2481 |
|---|---|
| Distinct (%) | 10.6% |
| Missing | 4946 |
| Missing (%) | 17.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 924.3342901 |
|---|---|
| Minimum | 31 |
| Maximum | 4983 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 221.0 KiB |
Quantile statistics
| Minimum | 31 |
|---|---|
| 5-th percentile | 163 |
| Q1 | 370 |
| median | 668 |
| Q3 | 1142 |
| 95-th percentile | 2586 |
| Maximum | 4983 |
| Range | 4952 |
| Interquartile range (IQR) | 772 |
Descriptive statistics
| Standard deviation | 786.5083883 |
|---|---|
| Coefficient of variation (CV) | 0.8508917139 |
| Kurtosis | 2.552358898 |
| Mean | 924.3342901 |
| Median Absolute Deviation (MAD) | 347 |
| Skewness | 1.641475922 |
| Sum | 21575811 |
| Variance | 618595.4449 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 337 | 170 | 0.6% | |
| 594 | 108 | 0.4% | |
| 404 | 106 | 0.4% | |
| 862 | 99 | 0.3% | |
| 328 | 90 | 0.3% | |
| 399 | 90 | 0.3% | |
| 236 | 88 | 0.3% | |
| 528 | 88 | 0.3% | |
| 308 | 86 | 0.3% | |
| 192 | 86 | 0.3% | |
| Other values (2471) | 22331 | 78.9% | |
| (Missing) | 4946 | 17.5% |
| Value | Count | Frequency (%) | |
| 31 | 1 | < 0.1% | |
| 56 | 4 | < 0.1% | |
| 67 | 39 | 0.1% | |
| 73 | 16 | 0.1% | |
| 74 | 6 | < 0.1% |
| Value | Count | Frequency (%) | |
| 4983 | 2 | < 0.1% | |
| 4963 | 3 | < 0.1% | |
| 4817 | 2 | < 0.1% | |
| 4502 | 1 | < 0.1% | |
| 4243 | 3 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 3517 |
| Missing (%) | 12.4% |
| Memory size | 221.0 KiB |
| F | |
|---|---|
| M |
| Value | Count | Frequency (%) | |
| F | 12729 | 45.0% | |
| M | 12042 | 42.6% | |
| (Missing) | 3517 | 12.4% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.248656674 |
| Min length | 1 |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 3837 |
| Missing (%) | 13.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.122939757 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros | 1185 |
| Zeros (%) | 4.2% |
| Memory size | 221.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.504953553 |
|---|---|
| Coefficient of variation (CV) | 0.4819028449 |
| Kurtosis | -0.9532758136 |
| Mean | 3.122939757 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.4052617073 |
| Sum | 76359 |
| Variance | 2.264885198 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) | |
| 4 | 6459 | 22.8% | |
| 5 | 5346 | 18.9% | |
| 3 | 4195 | 14.8% | |
| 2 | 3942 | 13.9% | |
| 1 | 3324 | 11.8% | |
| 0 | 1185 | 4.2% | |
| (Missing) | 3837 | 13.6% |
| Value | Count | Frequency (%) | |
| 0 | 1185 | 4.2% | |
| 1 | 3324 | 11.8% | |
| 2 | 3942 | 13.9% | |
| 3 | 4195 | 14.8% | |
| 4 | 6459 | 22.8% |
| Value | Count | Frequency (%) | |
| 5 | 5346 | 18.9% | |
| 4 | 6459 | 22.8% | |
| 3 | 4195 | 14.8% | |
| 2 | 3942 | 13.9% | |
| 1 | 3324 | 11.8% |
| Distinct | 21924 |
|---|---|
| Distinct (%) | 94.2% |
| Missing | 5012 |
| Missing (%) | 17.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -4.790413705 |
|---|---|
| Minimum | -22.7282 |
| Maximum | 10.2583 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 221.0 KiB |
Quantile statistics
| Minimum | -22.7282 |
|---|---|
| 5-th percentile | -13.649825 |
| Q1 | -8.942325 |
| median | -4.8166 |
| Q3 | -0.960275 |
| 95-th percentile | 4.839225 |
| Maximum | 10.2583 |
| Range | 32.9865 |
| Interquartile range (IQR) | 7.98205 |
Descriptive statistics
| Standard deviation | 5.602663819 |
|---|---|
| Coefficient of variation (CV) | -1.169557404 |
| Kurtosis | -0.3593514899 |
| Mean | -4.790413705 |
| Median Absolute Deviation (MAD) | 3.99075 |
| Skewness | 0.1461149849 |
| Sum | -111501.6694 |
| Variance | 31.38984187 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| -3.0379 | 3 | < 0.1% | |
| -9.9374 | 3 | < 0.1% | |
| -2.4049 | 3 | < 0.1% | |
| -1.6792 | 3 | < 0.1% | |
| 0.6758 | 3 | < 0.1% | |
| -4.6028 | 3 | < 0.1% | |
| -3.2006 | 3 | < 0.1% | |
| -6.858 | 3 | < 0.1% | |
| -7.7473 | 3 | < 0.1% | |
| -7.9821 | 3 | < 0.1% | |
| Other values (21914) | 23246 | 82.2% | |
| (Missing) | 5012 | 17.7% |
| Value | Count | Frequency (%) | |
| -22.7282 | 1 | < 0.1% | |
| -22.0031 | 1 | < 0.1% | |
| -21.954 | 1 | < 0.1% | |
| -21.6941 | 1 | < 0.1% | |
| -21.4884 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 10.2583 | 1 | < 0.1% | |
| 10.2396 | 1 | < 0.1% | |
| 10.2298 | 1 | < 0.1% | |
| 10.1756 | 1 | < 0.1% | |
| 10.1747 | 1 | < 0.1% |
f8
Real number (ℝ≥0)
| Distinct | 7051 |
|---|---|
| Distinct (%) | 25.0% |
| Missing | 80 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.22332814 |
|---|---|
| Minimum | 13.7332 |
| Maximum | 14.733 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 221.0 KiB |
Quantile statistics
| Minimum | 13.7332 |
|---|---|
| 5-th percentile | 13.9332 |
| Q1 | 14.098175 |
| median | 14.2257 |
| Q3 | 14.3605 |
| 95-th percentile | 14.481165 |
| Maximum | 14.733 |
| Range | 0.9998 |
| Interquartile range (IQR) | 0.262325 |
Descriptive statistics
| Standard deviation | 0.17102508 |
|---|---|
| Coefficient of variation (CV) | 0.01202426593 |
| Kurtosis | -0.5968205305 |
| Mean | 14.22332814 |
| Median Absolute Deviation (MAD) | 0.1313 |
| Skewness | -0.2149929656 |
| Sum | 401211.6402 |
| Variance | 0.02924957798 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 14.1998 | 41 | 0.1% | |
| 14.2001 | 39 | 0.1% | |
| 14.1996 | 38 | 0.1% | |
| 14.2 | 38 | 0.1% | |
| 14.1997 | 36 | 0.1% | |
| 14.1999 | 36 | 0.1% | |
| 14.2002 | 34 | 0.1% | |
| 14.2003 | 34 | 0.1% | |
| 14.2005 | 33 | 0.1% | |
| 14.2007 | 33 | 0.1% | |
| Other values (7041) | 27846 | 98.4% | |
| (Missing) | 80 | 0.3% |
| Value | Count | Frequency (%) | |
| 13.7332 | 1 | < 0.1% | |
| 13.749 | 1 | < 0.1% | |
| 13.768 | 1 | < 0.1% | |
| 13.7681 | 2 | < 0.1% | |
| 13.7687 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 14.733 | 1 | < 0.1% | |
| 14.6863 | 1 | < 0.1% | |
| 14.6735 | 1 | < 0.1% | |
| 14.6631 | 1 | < 0.1% | |
| 14.6595 | 1 | < 0.1% |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 3920 |
| Missing (%) | 13.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8542350624 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros | 18522 |
| Zeros (%) | 65.5% |
| Memory size | 221.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.671953948 |
|---|---|
| Coefficient of variation (CV) | 1.957252777 |
| Kurtosis | 1.235682044 |
| Mean | 0.8542350624 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.69244774 |
| Sum | 20816 |
| Variance | 2.795430005 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) | |
| 0 | 18522 | 65.5% | |
| 5 | 2386 | 8.4% | |
| 3 | 1389 | 4.9% | |
| 2 | 782 | 2.8% | |
| 1 | 667 | 2.4% | |
| 4 | 622 | 2.2% | |
| (Missing) | 3920 | 13.9% |
| Value | Count | Frequency (%) | |
| 0 | 18522 | 65.5% | |
| 1 | 667 | 2.4% | |
| 2 | 782 | 2.8% | |
| 3 | 1389 | 4.9% | |
| 4 | 622 | 2.2% |
| Value | Count | Frequency (%) | |
| 5 | 2386 | 8.4% | |
| 4 | 622 | 2.2% | |
| 3 | 1389 | 4.9% | |
| 2 | 782 | 2.8% | |
| 1 | 667 | 2.4% |
| Distinct | 346 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 102 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.04090683 |
|---|---|
| Minimum | 0 |
| Maximum | 1584 |
| Zeros | 14702 |
| Zeros (%) | 52.0% |
| Memory size | 221.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 16 |
| 95-th percentile | 86 |
| Maximum | 1584 |
| Range | 1584 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 41.11805278 |
|---|---|
| Coefficient of variation (CV) | 2.412902857 |
| Kurtosis | 129.1285674 |
| Mean | 17.04090683 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.272184318 |
| Sum | 480315 |
| Variance | 1690.694264 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 14702 | 52.0% | |
| 1 | 551 | 1.9% | |
| 2 | 523 | 1.8% | |
| 6 | 520 | 1.8% | |
| 3 | 487 | 1.7% | |
| 4 | 480 | 1.7% | |
| 7 | 468 | 1.7% | |
| 8 | 441 | 1.6% | |
| 5 | 423 | 1.5% | |
| 10 | 384 | 1.4% | |
| Other values (336) | 9207 | 32.5% |
| Value | Count | Frequency (%) | |
| 0 | 14702 | 52.0% | |
| 1 | 551 | 1.9% | |
| 2 | 523 | 1.8% | |
| 3 | 487 | 1.7% | |
| 4 | 480 | 1.7% |
| Value | Count | Frequency (%) | |
| 1584 | 1 | < 0.1% | |
| 952 | 1 | < 0.1% | |
| 924 | 1 | < 0.1% | |
| 823 | 1 | < 0.1% | |
| 720 | 1 | < 0.1% |
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 6514 |
| Missing (%) | 23.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.318682833 |
|---|---|
| Minimum | -1 |
| Maximum | 11 |
| Zeros | 217 |
| Zeros (%) | 0.8% |
| Memory size | 221.0 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 7 |
| median | 7 |
| Q3 | 11 |
| 95-th percentile | 11 |
| Maximum | 11 |
| Range | 12 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.509813192 |
|---|---|
| Coefficient of variation (CV) | 0.3017080038 |
| Kurtosis | -0.1817316289 |
| Mean | 8.318682833 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.5515658918 |
| Sum | 181131 |
| Variance | 6.299162257 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) | |
| 11 | 7675 | 27.1% | |
| 7 | 6437 | 22.8% | |
| 6 | 2287 | 8.1% | |
| 10 | 1858 | 6.6% | |
| 4 | 942 | 3.3% | |
| 9 | 765 | 2.7% | |
| 5 | 676 | 2.4% | |
| 8 | 552 | 2.0% | |
| 3 | 228 | 0.8% | |
| 0 | 217 | 0.8% | |
| Other values (3) | 137 | 0.5% | |
| (Missing) | 6514 | 23.0% |
| Value | Count | Frequency (%) | |
| -1 | 4 | < 0.1% | |
| 0 | 217 | 0.8% | |
| 1 | 50 | 0.2% | |
| 2 | 83 | 0.3% | |
| 3 | 228 | 0.8% |
| Value | Count | Frequency (%) | |
| 11 | 7675 | 27.1% | |
| 10 | 1858 | 6.6% | |
| 9 | 765 | 2.7% | |
| 8 | 552 | 2.0% | |
| 7 | 6437 | 22.8% |
| Distinct | 222 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 865 |
| Missing (%) | 3.1% |
| Memory size | 221.0 KiB |
| ba9faf5b1 | 268 |
|---|---|
| a7059911d | 250 |
| 8781919c2 | 250 |
| 8da514edb | 235 |
| c79d2197d | 235 |
| Other values (217) |
| Value | Count | Frequency (%) | |
| ba9faf5b1 | 268 | 0.9% | |
| a7059911d | 250 | 0.9% | |
| 8781919c2 | 250 | 0.9% | |
| 8da514edb | 235 | 0.8% | |
| c79d2197d | 235 | 0.8% | |
| 429114096 | 234 | 0.8% | |
| 3d9d8f526 | 234 | 0.8% | |
| 623908296 | 234 | 0.8% | |
| 86ec768cd | 234 | 0.8% | |
| 4ae48e857 | 230 | 0.8% | |
| Other values (212) | 25019 | 88.4% | |
| (Missing) | 865 | 3.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 8.816529977 |
| Min length | 3 |
| Distinct | 98 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 5652 |
| Missing (%) | 20.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42.58976851 |
|---|---|
| Minimum | -5 |
| Maximum | 97 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 221.0 KiB |
Quantile statistics
| Minimum | -5 |
|---|---|
| 5-th percentile | 16 |
| Q1 | 30 |
| median | 41 |
| Q3 | 55 |
| 95-th percentile | 72 |
| Maximum | 97 |
| Range | 102 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 17.06763348 |
|---|---|
| Coefficient of variation (CV) | 0.4007449225 |
| Kurtosis | -0.6760177671 |
| Mean | 42.58976851 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 0.1931586954 |
| Sum | 964062 |
| Variance | 291.3041127 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 36 | 514 | 1.8% | |
| 31 | 509 | 1.8% | |
| 34 | 501 | 1.8% | |
| 33 | 496 | 1.8% | |
| 29 | 483 | 1.7% | |
| 32 | 481 | 1.7% | |
| 37 | 474 | 1.7% | |
| 30 | 474 | 1.7% | |
| 38 | 469 | 1.7% | |
| 39 | 468 | 1.7% | |
| Other values (88) | 17767 | 62.8% | |
| (Missing) | 5652 | 20.0% |
| Value | Count | Frequency (%) | |
| -5 | 1 | < 0.1% | |
| -1 | 2 | < 0.1% | |
| 1 | 1 | < 0.1% | |
| 2 | 4 | < 0.1% | |
| 3 | 9 | < 0.1% |
| Value | Count | Frequency (%) | |
| 97 | 1 | < 0.1% | |
| 96 | 1 | < 0.1% | |
| 94 | 2 | < 0.1% | |
| 93 | 1 | < 0.1% | |
| 92 | 5 | < 0.1% |
| Distinct | 320 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 5589 |
| Missing (%) | 19.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.36521433 |
|---|---|
| Minimum | 0 |
| Maximum | 1592 |
| Zeros | 12305 |
| Zeros (%) | 43.5% |
| Memory size | 221.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 15 |
| 95-th percentile | 83.1 |
| Maximum | 1592 |
| Range | 1592 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 40.97763799 |
|---|---|
| Coefficient of variation (CV) | 2.50394753 |
| Kurtosis | 157.7257239 |
| Mean | 16.36521433 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.020570134 |
| Sum | 371474 |
| Variance | 1679.166815 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 12305 | 43.5% | |
| 1 | 627 | 2.2% | |
| 2 | 452 | 1.6% | |
| 3 | 430 | 1.5% | |
| 4 | 394 | 1.4% | |
| 5 | 358 | 1.3% | |
| 6 | 343 | 1.2% | |
| 7 | 306 | 1.1% | |
| 9 | 287 | 1.0% | |
| 8 | 267 | 0.9% | |
| Other values (310) | 6930 | 24.5% | |
| (Missing) | 5589 | 19.8% |
| Value | Count | Frequency (%) | |
| 0 | 12305 | 43.5% | |
| 1 | 627 | 2.2% | |
| 2 | 452 | 1.6% | |
| 3 | 430 | 1.5% | |
| 4 | 394 | 1.4% |
| Value | Count | Frequency (%) | |
| 1592 | 1 | < 0.1% | |
| 930 | 1 | < 0.1% | |
| 921 | 1 | < 0.1% | |
| 853 | 1 | < 0.1% | |
| 748 | 1 | < 0.1% |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 5473 |
| Missing (%) | 19.3% |
| Memory size | 221.0 KiB |
| C | |
|---|---|
| A | |
| B |
| Value | Count | Frequency (%) | |
| C | 11723 | 41.4% | |
| A | 6172 | 21.8% | |
| B | 4920 | 17.4% | |
| (Missing) | 5473 | 19.3% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.386948529 |
| Min length | 1 |
| Distinct | 13355 |
|---|---|
| Distinct (%) | 58.7% |
| Missing | 5524 |
| Missing (%) | 19.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8100479401 |
|---|---|
| Minimum | 0.3315378642 |
| Maximum | 2.741063617 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 221.0 KiB |
Quantile statistics
| Minimum | 0.3315378642 |
|---|---|
| 5-th percentile | 0.5426471313 |
| Q1 | 0.6693365092 |
| median | 0.7638162667 |
| Q3 | 0.9037090697 |
| 95-th percentile | 1.229975109 |
| Maximum | 2.741063617 |
| Range | 2.409525753 |
| Interquartile range (IQR) | 0.2343725605 |
Descriptive statistics
| Standard deviation | 0.222314095 |
|---|---|
| Coefficient of variation (CV) | 0.2744456026 |
| Kurtosis | 5.265892283 |
| Mean | 0.8100479401 |
| Median Absolute Deviation (MAD) | 0.1135351584 |
| Skewness | 1.680930858 |
| Sum | 18439.93131 |
| Variance | 0.04942355686 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.6927755889 | 20 | 0.1% | |
| 0.6745828218 | 20 | 0.1% | |
| 0.6732798713 | 17 | 0.1% | |
| 0.6796936597 | 17 | 0.1% | |
| 0.6875366256 | 17 | 0.1% | |
| 0.6595609609 | 16 | 0.1% | |
| 0.7964150046 | 16 | 0.1% | |
| 0.7117229705 | 16 | 0.1% | |
| 0.8085289162 | 15 | 0.1% | |
| 0.6981972063 | 15 | 0.1% | |
| Other values (13345) | 22595 | 79.9% | |
| (Missing) | 5524 | 19.5% |
| Value | Count | Frequency (%) | |
| 0.3315378642 | 1 | < 0.1% | |
| 0.3461118149 | 1 | < 0.1% | |
| 0.3469465389 | 1 | < 0.1% | |
| 0.3502360479 | 1 | < 0.1% | |
| 0.3510021073 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2.741063617 | 1 | < 0.1% | |
| 2.707275169 | 1 | < 0.1% | |
| 2.603902824 | 1 | < 0.1% | |
| 2.55416529 | 1 | < 0.1% | |
| 2.460896665 | 1 | < 0.1% |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 6187 |
| Missing (%) | 21.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.843943713 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros | 3016 |
| Zeros (%) | 10.7% |
| Memory size | 221.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 1.747587372 |
|---|---|
| Coefficient of variation (CV) | 0.6144943601 |
| Kurtosis | -1.195496884 |
| Mean | 2.843943713 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.2786451792 |
| Sum | 62854 |
| Variance | 3.054061623 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=5)
| Value | Count | Frequency (%) | |
| 3 | 7485 | 26.5% | |
| 5 | 5822 | 20.6% | |
| 1 | 3941 | 13.9% | |
| 0 | 3016 | 10.7% | |
| 4 | 1837 | 6.5% | |
| (Missing) | 6187 | 21.9% |
| Value | Count | Frequency (%) | |
| 0 | 3016 | 10.7% | |
| 1 | 3941 | 13.9% | |
| 3 | 7485 | 26.5% | |
| 4 | 1837 | 6.5% | |
| 5 | 5822 | 20.6% |
| Value | Count | Frequency (%) | |
| 5 | 5822 | 20.6% | |
| 4 | 1837 | 6.5% | |
| 3 | 7485 | 26.5% | |
| 1 | 3941 | 13.9% | |
| 0 | 3016 | 10.7% |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 5296 |
| Missing (%) | 18.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.38243737 |
|---|---|
| Minimum | 1 |
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 221.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 4 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.176152131 |
|---|---|
| Coefficient of variation (CV) | 0.3477232547 |
| Kurtosis | -0.6304924351 |
| Mean | 3.38243737 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.4336622985 |
| Sum | 77769 |
| Variance | 1.383333835 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=5)
| Value | Count | Frequency (%) | |
| 4 | 7743 | 27.4% | |
| 3 | 5990 | 21.2% | |
| 5 | 4091 | 14.5% | |
| 2 | 3204 | 11.3% | |
| 1 | 1964 | 6.9% | |
| (Missing) | 5296 | 18.7% |
| Value | Count | Frequency (%) | |
| 1 | 1964 | 6.9% | |
| 2 | 3204 | 11.3% | |
| 3 | 5990 | 21.2% | |
| 4 | 7743 | 27.4% | |
| 5 | 4091 | 14.5% |
| Value | Count | Frequency (%) | |
| 5 | 4091 | 14.5% | |
| 4 | 7743 | 27.4% | |
| 3 | 5990 | 21.2% | |
| 2 | 3204 | 11.3% | |
| 1 | 1964 | 6.9% |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 3001 |
| Missing (%) | 10.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.049274331 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros | 4490 |
| Zeros (%) | 15.9% |
| Memory size | 221.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 1.849307993 |
|---|---|
| Coefficient of variation (CV) | 0.6064747847 |
| Kurtosis | -1.131535662 |
| Mean | 3.049274331 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.5415588416 |
| Sum | 77107 |
| Variance | 3.419940053 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=5)
| Value | Count | Frequency (%) | |
| 5 | 8014 | 28.3% | |
| 3 | 6403 | 22.6% | |
| 0 | 4490 | 15.9% | |
| 4 | 3816 | 13.5% | |
| 1 | 2564 | 9.1% | |
| (Missing) | 3001 | 10.6% |
| Value | Count | Frequency (%) | |
| 0 | 4490 | 15.9% | |
| 1 | 2564 | 9.1% | |
| 3 | 6403 | 22.6% | |
| 4 | 3816 | 13.5% | |
| 5 | 8014 | 28.3% |
| Value | Count | Frequency (%) | |
| 5 | 8014 | 28.3% | |
| 4 | 3816 | 13.5% | |
| 3 | 6403 | 22.6% | |
| 1 | 2564 | 9.1% | |
| 0 | 4490 | 15.9% |
| Distinct | 26 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 854 |
| Missing (%) | 3.0% |
| Memory size | 221.0 KiB |
| N | 1869 |
|---|---|
| A | 1759 |
| P | 1750 |
| Y | 1714 |
| U | 1591 |
| Other values (21) |
| Value | Count | Frequency (%) | |
| N | 1869 | 6.6% | |
| A | 1759 | 6.2% | |
| P | 1750 | 6.2% | |
| Y | 1714 | 6.1% | |
| U | 1591 | 5.6% | |
| R | 1573 | 5.6% | |
| M | 1559 | 5.5% | |
| X | 1554 | 5.5% | |
| C | 1482 | 5.2% | |
| H | 1458 | 5.2% | |
| Other values (16) | 11125 | 39.3% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.060378959 |
| Min length | 1 |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4061 |
| Missing (%) | 14.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.977958476 |
|---|---|
| Minimum | 1 |
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 221.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.195844193 |
|---|---|
| Coefficient of variation (CV) | 0.4015651 |
| Kurtosis | -0.8462422084 |
| Mean | 2.977958476 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.1292170841 |
| Sum | 72147 |
| Variance | 1.430043335 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=5)
| Value | Count | Frequency (%) | |
| 3 | 7724 | 27.3% | |
| 4 | 6144 | 21.7% | |
| 2 | 4308 | 15.2% | |
| 1 | 3618 | 12.8% | |
| 5 | 2433 | 8.6% | |
| (Missing) | 4061 | 14.4% |
| Value | Count | Frequency (%) | |
| 1 | 3618 | 12.8% | |
| 2 | 4308 | 15.2% | |
| 3 | 7724 | 27.3% | |
| 4 | 6144 | 21.7% | |
| 5 | 2433 | 8.6% |
| Value | Count | Frequency (%) | |
| 5 | 2433 | 8.6% | |
| 4 | 6144 | 21.7% | |
| 3 | 7724 | 27.3% | |
| 2 | 4308 | 15.2% | |
| 1 | 3618 | 12.8% |
| Distinct | 7102 |
|---|---|
| Distinct (%) | 34.0% |
| Missing | 7393 |
| Missing (%) | 26.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.02510853 |
|---|---|
| Minimum | 13.4952 |
| Maximum | 14.6456 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 221.0 KiB |
Quantile statistics
| Minimum | 13.4952 |
|---|---|
| 5-th percentile | 13.698 |
| Q1 | 13.8948 |
| median | 14.0264 |
| Q3 | 14.1669 |
| 95-th percentile | 14.32863 |
| Maximum | 14.6456 |
| Range | 1.1504 |
| Interquartile range (IQR) | 0.2721 |
Descriptive statistics
| Standard deviation | 0.1913138258 |
|---|---|
| Coefficient of variation (CV) | 0.01364080894 |
| Kurtosis | -0.3527037798 |
| Mean | 14.02510853 |
| Median Absolute Deviation (MAD) | 0.1357 |
| Skewness | -0.1414167224 |
| Sum | 293054.6427 |
| Variance | 0.03660097996 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 13.5545 | 24 | 0.1% | |
| 13.5543 | 21 | 0.1% | |
| 13.5542 | 21 | 0.1% | |
| 13.5546 | 20 | 0.1% | |
| 13.5548 | 15 | 0.1% | |
| 13.5541 | 13 | < 0.1% | |
| 13.5544 | 13 | < 0.1% | |
| 14.1526 | 12 | < 0.1% | |
| 13.9167 | 11 | < 0.1% | |
| 14.1371 | 11 | < 0.1% | |
| Other values (7092) | 20734 | 73.3% | |
| (Missing) | 7393 | 26.1% |
| Value | Count | Frequency (%) | |
| 13.4952 | 1 | < 0.1% | |
| 13.5295 | 1 | < 0.1% | |
| 13.5343 | 1 | < 0.1% | |
| 13.5417 | 1 | < 0.1% | |
| 13.5428 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 14.6456 | 1 | < 0.1% | |
| 14.5891 | 1 | < 0.1% | |
| 14.5707 | 1 | < 0.1% | |
| 14.5575 | 1 | < 0.1% | |
| 14.5559 | 1 | < 0.1% |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4360 |
| Missing (%) | 15.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.377507523 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros | 1848 |
| Zeros (%) | 6.5% |
| Memory size | 221.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.328215563 |
|---|---|
| Coefficient of variation (CV) | 0.5586588268 |
| Kurtosis | -0.5204409672 |
| Mean | 2.377507523 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.193769081 |
| Sum | 56889 |
| Variance | 1.764156582 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) | |
| 2 | 7224 | 25.5% | |
| 3 | 5922 | 20.9% | |
| 1 | 4323 | 15.3% | |
| 4 | 2703 | 9.6% | |
| 5 | 1908 | 6.7% | |
| 0 | 1848 | 6.5% | |
| (Missing) | 4360 | 15.4% |
| Value | Count | Frequency (%) | |
| 0 | 1848 | 6.5% | |
| 1 | 4323 | 15.3% | |
| 2 | 7224 | 25.5% | |
| 3 | 5922 | 20.9% | |
| 4 | 2703 | 9.6% |
| Value | Count | Frequency (%) | |
| 5 | 1908 | 6.7% | |
| 4 | 2703 | 9.6% | |
| 3 | 5922 | 20.9% | |
| 2 | 7224 | 25.5% | |
| 1 | 4323 | 15.3% |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 5733 |
| Missing (%) | 20.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.879095544 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros | 119 |
| Zeros (%) | 0.4% |
| Memory size | 221.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.183435029 |
|---|---|
| Coefficient of variation (CV) | 0.411044028 |
| Kurtosis | -0.6197312689 |
| Mean | 2.879095544 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.02878692815 |
| Sum | 64938 |
| Variance | 1.400518469 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) | |
| 3 | 8615 | 30.5% | |
| 2 | 4093 | 14.5% | |
| 4 | 4053 | 14.3% | |
| 1 | 3420 | 12.1% | |
| 5 | 2255 | 8.0% | |
| 0 | 119 | 0.4% | |
| (Missing) | 5733 | 20.3% |
| Value | Count | Frequency (%) | |
| 0 | 119 | 0.4% | |
| 1 | 3420 | 12.1% | |
| 2 | 4093 | 14.5% | |
| 3 | 8615 | 30.5% | |
| 4 | 4053 | 14.3% |
| Value | Count | Frequency (%) | |
| 5 | 2255 | 8.0% | |
| 4 | 4053 | 14.3% | |
| 3 | 8615 | 30.5% | |
| 2 | 4093 | 14.5% | |
| 1 | 3420 | 12.1% |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4674 |
| Missing (%) | 16.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.337723384 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros | 1263 |
| Zeros (%) | 4.5% |
| Memory size | 221.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.310765733 |
|---|---|
| Coefficient of variation (CV) | 0.5607018099 |
| Kurtosis | -0.8308904545 |
| Mean | 2.337723384 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.2007309742 |
| Sum | 55203 |
| Variance | 1.718106806 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) | |
| 1 | 6418 | 22.7% | |
| 3 | 5879 | 20.8% | |
| 2 | 5173 | 18.3% | |
| 4 | 3603 | 12.7% | |
| 5 | 1278 | 4.5% | |
| 0 | 1263 | 4.5% | |
| (Missing) | 4674 | 16.5% |
| Value | Count | Frequency (%) | |
| 0 | 1263 | 4.5% | |
| 1 | 6418 | 22.7% | |
| 2 | 5173 | 18.3% | |
| 3 | 5879 | 20.8% | |
| 4 | 3603 | 12.7% |
| Value | Count | Frequency (%) | |
| 5 | 1278 | 4.5% | |
| 4 | 3603 | 12.7% | |
| 3 | 5879 | 20.8% | |
| 2 | 5173 | 18.3% | |
| 1 | 6418 | 22.7% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 5369 |
| Missing (%) | 19.0% |
| Memory size | 221.0 KiB |
| 1 | |
|---|---|
| 0 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 17211 | 60.8% | |
| 0 | 5708 | 20.2% | |
| (Missing) | 5369 | 19.0% |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4442 |
| Missing (%) | 15.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.544326092 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros | 2127 |
| Zeros (%) | 7.5% |
| Memory size | 221.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 5 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.798821255 |
|---|---|
| Coefficient of variation (CV) | 0.5075213759 |
| Kurtosis | -1.005157505 |
| Mean | 3.544326092 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.7391659148 |
| Sum | 84518 |
| Variance | 3.235757908 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) | |
| 5 | 12800 | 45.2% | |
| 2 | 4323 | 15.3% | |
| 0 | 2127 | 7.5% | |
| 1 | 1912 | 6.8% | |
| 4 | 1908 | 6.7% | |
| 3 | 776 | 2.7% | |
| (Missing) | 4442 | 15.7% |
| Value | Count | Frequency (%) | |
| 0 | 2127 | 7.5% | |
| 1 | 1912 | 6.8% | |
| 2 | 4323 | 15.3% | |
| 3 | 776 | 2.7% | |
| 4 | 1908 | 6.7% |
| Value | Count | Frequency (%) | |
| 5 | 12800 | 45.2% | |
| 4 | 1908 | 6.7% | |
| 3 | 776 | 2.7% | |
| 2 | 4323 | 15.3% | |
| 1 | 1912 | 6.8% |
| Distinct | 190 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 800 |
| Missing (%) | 2.8% |
| Memory size | 221.0 KiB |
| Fl | 507 |
|---|---|
| DN | 451 |
| Sz | 411 |
| oJ | 281 |
| vq | 278 |
| Other values (185) |
| Value | Count | Frequency (%) | |
| Fl | 507 | 1.8% | |
| DN | 451 | 1.6% | |
| Sz | 411 | 1.5% | |
| oJ | 281 | 1.0% | |
| vq | 278 | 1.0% | |
| RV | 274 | 1.0% | |
| RD | 263 | 0.9% | |
| GZ | 263 | 0.9% | |
| DR | 257 | 0.9% | |
| be | 256 | 0.9% | |
| Other values (180) | 24247 | 85.7% | |
| (Missing) | 800 | 2.8% |
Frequencies of value counts
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Histogram of lengths of the category
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.028280543 |
| Min length | 2 |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4224 |
| Missing (%) | 14.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.04026762 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros | 167 |
| Zeros (%) | 0.6% |
| Memory size | 221.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 5 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.457910519 |
|---|---|
| Coefficient of variation (CV) | 0.3608450372 |
| Kurtosis | -0.5258625748 |
| Mean | 4.04026762 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.050846065 |
| Sum | 97225 |
| Variance | 2.125503083 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) | |
| 5 | 16193 | 57.2% | |
| 2 | 3968 | 14.0% | |
| 3 | 1706 | 6.0% | |
| 1 | 1638 | 5.8% | |
| 4 | 392 | 1.4% | |
| 0 | 167 | 0.6% | |
| (Missing) | 4224 | 14.9% |
| Value | Count | Frequency (%) | |
| 0 | 167 | 0.6% | |
| 1 | 1638 | 5.8% | |
| 2 | 3968 | 14.0% | |
| 3 | 1706 | 6.0% | |
| 4 | 392 | 1.4% |
| Value | Count | Frequency (%) | |
| 5 | 16193 | 57.2% | |
| 4 | 392 | 1.4% | |
| 3 | 1706 | 6.0% | |
| 2 | 3968 | 14.0% | |
| 1 | 1638 | 5.8% |
| Distinct | 3720 |
|---|---|
| Distinct (%) | 13.9% |
| Missing | 1507 |
| Missing (%) | 5.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5535348226 |
|---|---|
| Minimum | -1 |
| Maximum | 2.863564213 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 221.0 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | 0.5273755777 |
| median | 0.7245688373 |
| Q3 | 0.9987492178 |
| 95-th percentile | 1.545760331 |
| Maximum | 2.863564213 |
| Range | 3.863564213 |
| Interquartile range (IQR) | 0.4713736401 |
Descriptive statistics
| Standard deviation | 0.7916066196 |
|---|---|
| Coefficient of variation (CV) | 1.430093622 |
| Kurtosis | 0.1153021584 |
| Mean | 0.5535348226 |
| Median Absolute Deviation (MAD) | 0.2314917642 |
| Skewness | -1.018725481 |
| Sum | 14824.21608 |
| Variance | 0.6266410401 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| -1 | 4815 | 17.0% | |
| 0.6339361167 | 35 | 0.1% | |
| 0.5711829829 | 33 | 0.1% | |
| 0.6800735254 | 33 | 0.1% | |
| 0.5728219619 | 33 | 0.1% | |
| 0.616948134 | 32 | 0.1% | |
| 0.7344215411 | 32 | 0.1% | |
| 0.5755432217 | 31 | 0.1% | |
| 0.7318640584 | 31 | 0.1% | |
| 0.6571719714 | 30 | 0.1% | |
| Other values (3710) | 21676 | 76.6% | |
| (Missing) | 1507 | 5.3% |
| Value | Count | Frequency (%) | |
| -1 | 4815 | 17.0% | |
| 0.1541103501 | 1 | < 0.1% | |
| 0.1968501969 | 1 | < 0.1% | |
| 0.246221445 | 3 | < 0.1% | |
| 0.2561737691 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2.863564213 | 2 | < 0.1% | |
| 2.850877058 | 1 | < 0.1% | |
| 2.687819748 | 3 | < 0.1% | |
| 2.604083332 | 2 | < 0.1% | |
| 2.53968502 | 1 | < 0.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| df_index | id | target | f0 | f1 | f2 | f3 | f4 | f5 | f6 | f7 | f8 | f9 | f10 | f11 | f12 | f13 | f14 | f15 | f16 | f17 | f18 | f19 | f20 | f21 | f22 | f23 | f24 | f25 | f26 | f27 | f28 | f29 | f30 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 1 | 0 | NaN | 5.0 | 4.0 | NaN | 2072.0 | NaN | 4.0 | -1.6662 | 14.0242 | 0.0 | 0.0 | 7.0 | e06abf51f | NaN | 0.0 | NaN | 0.616743 | 0.0 | 2.0 | 5.0 | N | 3.0 | NaN | 2.0 | 3.0 | NaN | 1.0 | 5.0 | DT | 5.0 | 0.686021 |
| 1 | 2 | 2 | 0 | 1.0 | 1.0 | 4.0 | 2.0 | 862.0 | M | 3.0 | -0.1200 | 14.2174 | 0.0 | 32.0 | 10.0 | 5d1ac7760 | 40.0 | NaN | A | 0.711389 | 3.0 | 4.0 | 5.0 | P | NaN | NaN | 2.0 | 2.0 | 3.0 | 1.0 | 2.0 | vq | 5.0 | 1.141271 |
| 2 | 3 | 3 | 0 | NaN | NaN | 2.0 | 1.0 | 409.0 | F | 5.0 | -16.2169 | 13.8536 | 0.0 | 0.0 | 7.0 | b0ab8b134 | 63.0 | 6.0 | A | NaN | 4.0 | NaN | 1.0 | K | 5.0 | NaN | 2.0 | 1.0 | 5.0 | 1.0 | 0.0 | Bx | 5.0 | 0.662382 |
| 3 | 5 | 5 | 0 | NaN | 2.0 | 2.0 | 2.0 | 190.0 | F | NaN | -12.5919 | 14.3062 | 0.0 | 0.0 | 11.0 | 018382adf | NaN | 6.0 | A | 0.667236 | 1.0 | 5.0 | 0.0 | A | 2.0 | NaN | NaN | 4.0 | 3.0 | 1.0 | 0.0 | mX | 3.0 | 0.749583 |
| 4 | 10 | 10 | 0 | NaN | 2.0 | 2.0 | 2.0 | 406.0 | F | 4.0 | -1.7851 | 14.1245 | 0.0 | 12.0 | 11.0 | b2151e2cd | 33.0 | 14.0 | B | 1.014095 | 3.0 | 4.0 | 3.0 | X | NaN | 13.9805 | 2.0 | NaN | 4.0 | NaN | 2.0 | gj | 5.0 | 1.022864 |
| 5 | 11 | 11 | 0 | NaN | 2.0 | 2.0 | 5.0 | 936.0 | M | 3.0 | -4.9091 | 14.3620 | 1.0 | 17.0 | NaN | NaN | 56.0 | NaN | A | 0.720881 | 5.0 | 3.0 | 0.0 | Q | NaN | 14.1681 | 2.0 | 1.0 | 3.0 | 1.0 | 2.0 | cy | 2.0 | 0.553399 |
| 6 | 14 | 14 | 0 | 0.0 | NaN | NaN | 2.0 | 2475.0 | M | 1.0 | -5.7451 | 14.2340 | 0.0 | 19.0 | 10.0 | 088aace2d | 61.0 | 8.0 | C | NaN | 4.0 | NaN | 4.0 | X | 1.0 | NaN | 2.0 | NaN | NaN | 1.0 | 4.0 | Sz | 5.0 | 0.915833 |
| 7 | 15 | 15 | 0 | 0.0 | 3.0 | 4.0 | 4.0 | 240.0 | M | 2.0 | -8.6016 | 14.2017 | 5.0 | 524.0 | NaN | a42fb9969 | 17.0 | NaN | B | 0.902991 | 4.0 | 1.0 | 0.0 | R | 2.0 | 14.1797 | 3.0 | 2.0 | 1.0 | 1.0 | 2.0 | PS | 4.0 | 1.467566 |
| 8 | 16 | 16 | 0 | NaN | 1.0 | 0.0 | 4.0 | 261.0 | F | 5.0 | -2.1839 | 14.1426 | NaN | 0.0 | 11.0 | 833d88c6c | 30.0 | 0.0 | C | 0.817740 | 3.0 | 4.0 | 3.0 | F | 4.0 | NaN | 3.0 | NaN | 3.0 | 1.0 | 5.0 | rl | 5.0 | 1.469056 |
| 9 | 18 | 18 | 0 | NaN | 4.0 | 0.0 | 3.0 | 692.0 | F | NaN | -9.8326 | 14.3804 | 0.0 | 0.0 | 11.0 | 857cbf8c7 | 77.0 | NaN | B | 0.683936 | 1.0 | 5.0 | 0.0 | P | 2.0 | 13.9919 | 3.0 | 3.0 | 3.0 | 1.0 | 5.0 | rM | NaN | -1.000000 |
Last rows
| df_index | id | target | f0 | f1 | f2 | f3 | f4 | f5 | f6 | f7 | f8 | f9 | f10 | f11 | f12 | f13 | f14 | f15 | f16 | f17 | f18 | f19 | f20 | f21 | f22 | f23 | f24 | f25 | f26 | f27 | f28 | f29 | f30 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28278 | 49984 | 49984 | 0 | 0.0 | 4.0 | 4.0 | 1.0 | 272.0 | M | 3.0 | NaN | 14.0310 | 0.0 | 24.0 | 7.0 | 190522cfb | 49.0 | NaN | A | 0.839864 | 0.0 | NaN | 0.0 | NaN | 2.0 | 14.3642 | 4.0 | 2.0 | NaN | 0.0 | 2.0 | Dj | 5.0 | -1.000000 |
| 28279 | 49985 | 49985 | 0 | 0.0 | 4.0 | 0.0 | 2.0 | 228.0 | NaN | 2.0 | -5.7936 | 14.2980 | 0.0 | 0.0 | 7.0 | 362507ea5 | 44.0 | 0.0 | B | 0.752407 | 4.0 | 1.0 | 0.0 | H | 2.0 | 14.0902 | 3.0 | 1.0 | 2.0 | NaN | 1.0 | IS | 5.0 | 0.664267 |
| 28280 | 49987 | 49987 | 0 | NaN | 2.0 | 4.0 | 2.0 | NaN | M | 3.0 | NaN | 14.4134 | NaN | 25.0 | 10.0 | 833d88c6c | 43.0 | 31.0 | A | 0.816362 | NaN | 4.0 | NaN | E | 3.0 | NaN | 1.0 | 2.0 | 3.0 | 1.0 | 2.0 | cY | NaN | 0.504975 |
| 28281 | 49988 | 49988 | 0 | NaN | 2.0 | 0.0 | 1.0 | 102.0 | M | 5.0 | -9.9613 | 14.4501 | 0.0 | 0.0 | 11.0 | 7e1c4cff1 | 39.0 | 0.0 | C | NaN | 4.0 | 1.0 | 0.0 | C | 2.0 | 14.4314 | NaN | 2.0 | 4.0 | 0.0 | 5.0 | pB | 5.0 | 0.679154 |
| 28282 | 49990 | 49990 | 0 | NaN | NaN | 2.0 | 2.0 | 337.0 | M | 4.0 | -5.2467 | 14.4412 | 0.0 | 0.0 | 10.0 | ba9faf5b1 | 23.0 | 5.0 | NaN | 0.714392 | 1.0 | 5.0 | 0.0 | P | 2.0 | 14.3240 | 2.0 | 3.0 | 2.0 | NaN | 0.0 | TL | 5.0 | 0.478931 |
| 28283 | 49991 | 49991 | 0 | NaN | 3.0 | 3.0 | 4.0 | 1171.0 | M | 3.0 | -7.0727 | 14.4294 | 0.0 | 117.0 | 11.0 | 8402256f6 | 32.0 | NaN | A | 0.653440 | 5.0 | 3.0 | NaN | A | 3.0 | NaN | 1.0 | 3.0 | 3.0 | NaN | 2.0 | pT | NaN | 0.844837 |
| 28284 | 49992 | 49992 | 0 | 1.0 | 4.0 | NaN | NaN | 134.0 | F | NaN | -10.2571 | 14.2613 | 0.0 | 0.0 | 11.0 | 623908296 | NaN | 0.0 | NaN | 1.230232 | 5.0 | 3.0 | 4.0 | Y | NaN | 13.8648 | 0.0 | NaN | NaN | 1.0 | 5.0 | TP | 1.0 | 0.933073 |
| 28285 | 49993 | 49993 | 0 | NaN | 1.0 | 1.0 | NaN | 1121.0 | M | 4.0 | 9.1338 | 14.1715 | NaN | 75.0 | 7.0 | 4617418f2 | 51.0 | 44.0 | C | 0.866872 | NaN | 4.0 | 3.0 | Q | 4.0 | 13.9539 | 5.0 | 3.0 | 4.0 | 1.0 | 2.0 | us | 5.0 | 0.902081 |
| 28286 | 49994 | 49994 | 0 | NaN | NaN | 4.0 | NaN | 2669.0 | M | 1.0 | NaN | 14.3725 | 5.0 | 0.0 | NaN | ba9faf5b1 | 32.0 | 0.0 | C | 0.646861 | 3.0 | 4.0 | 3.0 | P | NaN | 14.0088 | 0.0 | 2.0 | NaN | 1.0 | 5.0 | wa | 2.0 | 0.563471 |
| 28287 | 49995 | 49995 | 0 | 0.0 | NaN | 0.0 | 3.0 | NaN | F | 2.0 | -11.3863 | 14.1977 | 0.0 | 13.0 | 11.0 | 0da2378c8 | 30.0 | 0.0 | B | 1.029683 | 5.0 | 3.0 | 3.0 | N | 4.0 | 14.0466 | 3.0 | 4.0 | 2.0 | 0.0 | 5.0 | Fl | 5.0 | 0.890576 |